Nebius says open-model deployment is really a scaling and cost problem

demian_ai · x · 2026-08-04

Nebius says picking an open model is only the first step. The harder problem is keeping quality, latency, capacity, and cost stable as traffic grows.

The post is promoting Token Factory as the service layer meant to handle that scaling pain for open models.

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